SpringerBriefs in Computer Science: Approaches and Applications

Zhang, Yilei; Lyu, Michael R.

This book offers a systematic and practical overview of Quality of Service prediction in cloud and service computing. Intended to thoroughly prepare the reader for research in cloud performance, the book first identifies common problems in QoS prediction and proposes three QoS prediction models to address them. Then it demonstrates the benefits of QoS prediction in two QoS-aware research areas. Lastly, it collects large-scale real-world temporal QoS data and publicly releases the datasets, making it a valuable resource for the research community. The book will appeal to professionals involved in cloud computing and graduate students working on QoS-related problems. 

Details

Published by: Springer

Publication Date: 2017-08-11

Format: Paperback

ISBN-13: 9789811052774

DOI: 10.1007/978-981-10-5278-1

Dimensions: 235cm x155cm

Pages: 122